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We present SmartVenues, a system that recommends nearby venues to a user who visits or lives in a city. SmartVenues models the variation over time of each venue's level of attendance, and uses state-of-the-art time series forecasting algorithms to predict the future attendance of these venues. We use the predicted levels of attendance to infer the popularity of a venue at future points in time, and to provide the user with recommendations at different times of the day. If the users log in withdoi:10.1145/2661829.2661855 dblp:conf/cikm/DeveaudAMMO14 fatcat:lbgnosqevra4fcethnwalc6kfq